{
    "config": {
        "name": "cuda_inference_transformers_multiple-choice_FacebookAI/roberta-base",
        "backend": {
            "name": "pytorch",
            "version": "2.3.0+cu121",
            "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
            "task": "multiple-choice",
            "model": "FacebookAI/roberta-base",
            "library": "transformers",
            "device": "cuda",
            "device_ids": "0",
            "seed": 42,
            "inter_op_num_threads": null,
            "intra_op_num_threads": null,
            "hub_kwargs": {
                "revision": "main",
                "force_download": false,
                "local_files_only": false,
                "trust_remote_code": false
            },
            "no_weights": true,
            "device_map": null,
            "torch_dtype": null,
            "eval_mode": true,
            "to_bettertransformer": false,
            "low_cpu_mem_usage": null,
            "attn_implementation": null,
            "cache_implementation": null,
            "autocast_enabled": false,
            "autocast_dtype": null,
            "torch_compile": false,
            "torch_compile_target": "forward",
            "torch_compile_config": {},
            "quantization_scheme": null,
            "quantization_config": {},
            "deepspeed_inference": false,
            "deepspeed_inference_config": {},
            "peft_type": null,
            "peft_config": {}
        },
        "scenario": {
            "name": "inference",
            "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
            "iterations": 1,
            "duration": 1,
            "warmup_runs": 1,
            "input_shapes": {
                "batch_size": 1,
                "num_choices": 2,
                "sequence_length": 2
            },
            "new_tokens": null,
            "latency": true,
            "memory": true,
            "energy": true,
            "forward_kwargs": {},
            "generate_kwargs": {
                "max_new_tokens": 2,
                "min_new_tokens": 2
            },
            "call_kwargs": {
                "num_inference_steps": 2
            }
        },
        "launcher": {
            "name": "process",
            "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
            "device_isolation": true,
            "device_isolation_action": "error",
            "start_method": "spawn"
        },
        "environment": {
            "cpu": " AMD EPYC 7R32",
            "cpu_count": 16,
            "cpu_ram_mb": 66697.29792,
            "system": "Linux",
            "machine": "x86_64",
            "platform": "Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35",
            "processor": "x86_64",
            "python_version": "3.10.12",
            "gpu": [
                "NVIDIA A10G"
            ],
            "gpu_count": 1,
            "gpu_vram_mb": 24146608128,
            "optimum_benchmark_version": "0.2.0",
            "optimum_benchmark_commit": null,
            "transformers_version": "4.40.2",
            "transformers_commit": null,
            "accelerate_version": "0.30.1",
            "accelerate_commit": null,
            "diffusers_version": "0.27.2",
            "diffusers_commit": null,
            "optimum_version": null,
            "optimum_commit": null,
            "timm_version": "0.9.16",
            "timm_commit": null,
            "peft_version": null,
            "peft_commit": null
        }
    },
    "report": {
        "forward": {
            "memory": {
                "unit": "MB",
                "max_ram": 909.778944,
                "max_global_vram": 1195.900928,
                "max_process_vram": 0.0,
                "max_reserved": 555.74528,
                "max_allocated": 509.039104
            },
            "latency": {
                "unit": "s",
                "count": 136,
                "total": 1.0033478102684021,
                "mean": 0.007377557428444133,
                "stdev": 0.00021638858495034747,
                "p50": 0.007333888053894043,
                "p90": 0.007510527849197387,
                "p95": 0.007953152060508728,
                "p99": 0.008251687860488893,
                "values": [
                    0.007919616222381591,
                    0.008054783821105957,
                    0.008330143928527833,
                    0.008094719886779785,
                    0.008053759574890136,
                    0.00810598373413086,
                    0.008094719886779785,
                    0.00848793601989746,
                    0.007464960098266602,
                    0.0071394238471984865,
                    0.007062528133392334,
                    0.00709119987487793,
                    0.007077888011932373,
                    0.007067647933959961,
                    0.007155712127685547,
                    0.007181312084197998,
                    0.007498752117156982,
                    0.007526400089263916,
                    0.007412735939025879,
                    0.007723008155822754,
                    0.007329792022705078,
                    0.007391232013702393,
                    0.007315455913543701,
                    0.007322624206542969,
                    0.007290880203247071,
                    0.007324672222137451,
                    0.007349247932434082,
                    0.0074414081573486324,
                    0.007237631797790528,
                    0.007225344181060791,
                    0.00724889612197876,
                    0.00753868818283081,
                    0.007342080116271973,
                    0.007293951988220215,
                    0.007345088005065918,
                    0.007322624206542969,
                    0.007316480159759522,
                    0.007371776103973389,
                    0.007312287807464599,
                    0.007322624206542969,
                    0.007315455913543701,
                    0.007346176147460938,
                    0.007251904010772705,
                    0.007400447845458984,
                    0.00738099193572998,
                    0.007384064197540283,
                    0.007352320194244385,
                    0.007217152118682861,
                    0.00717523193359375,
                    0.0073134078979492185,
                    0.007328767776489258,
                    0.007414783954620361,
                    0.007437312126159668,
                    0.007305215835571289,
                    0.007299071788787842,
                    0.007243775844573975,
                    0.007360511779785156,
                    0.007388160228729248,
                    0.007293951988220215,
                    0.007341055870056152,
                    0.007519231796264648,
                    0.007388160228729248,
                    0.007302144050598145,
                    0.00744755220413208,
                    0.00739737606048584,
                    0.007312384128570557,
                    0.007331840038299561,
                    0.00734822416305542,
                    0.007268352031707764,
                    0.007335999965667725,
                    0.007383039951324463,
                    0.007353343963623047,
                    0.007436287879943848,
                    0.007304255962371826,
                    0.0073471999168395995,
                    0.0072499198913574215,
                    0.007223296165466309,
                    0.007217216014862061,
                    0.007202816009521484,
                    0.007387135982513428,
                    0.007198719978332519,
                    0.007322624206542969,
                    0.007344128131866455,
                    0.007358399868011475,
                    0.007408639907836914,
                    0.007387135982513428,
                    0.007293951988220215,
                    0.007323647975921631,
                    0.007311456203460694,
                    0.007319551944732666,
                    0.0072724480628967286,
                    0.007316480159759522,
                    0.007292928218841553,
                    0.0075642881393432615,
                    0.007203711986541748,
                    0.007411712169647216,
                    0.0073820161819458,
                    0.007333888053894043,
                    0.00740556812286377,
                    0.00733081579208374,
                    0.007519231796264648,
                    0.0073471999168395995,
                    0.007350272178649903,
                    0.0073400321006774905,
                    0.007333888053894043,
                    0.00720684814453125,
                    0.007328671932220459,
                    0.007300096035003662,
                    0.007320672035217285,
                    0.007264256000518799,
                    0.007266304016113281,
                    0.0072540159225463864,
                    0.007259136199951172,
                    0.0072540159225463864,
                    0.007407616138458252,
                    0.0073431038856506346,
                    0.007501823902130127,
                    0.007370751857757568,
                    0.007287807941436767,
                    0.007370751857757568,
                    0.007373824119567871,
                    0.0073359360694885255,
                    0.007322624206542969,
                    0.00733900785446167,
                    0.007328767776489258,
                    0.007344128131866455,
                    0.0073062400817871095,
                    0.007354368209838867,
                    0.007350272178649903,
                    0.00730614423751831,
                    0.00744755220413208,
                    0.007360511779785156,
                    0.007361536026000977,
                    0.0073175039291381834,
                    0.007311423778533935,
                    0.007287807941436767
                ]
            },
            "throughput": {
                "unit": "samples/s",
                "value": 135.54621698294144
            },
            "energy": {
                "unit": "kWh",
                "cpu": 8.678113843789453e-08,
                "ram": 4.74336536948626e-08,
                "gpu": 1.5339022814599926e-07,
                "total": 2.876050202787564e-07
            },
            "efficiency": {
                "unit": "samples/kWh",
                "value": 3476990.7668189052
            }
        }
    }
}